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1 change: 0 additions & 1 deletion references/java/integrations/spring-ai.md
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Expand Up @@ -217,7 +217,6 @@ Media image = new Media(MimeTypeUtils.IMAGE_PNG, URI.create("https://cdn.example

For anything larger than a small thumbnail, route the bytes to a binary store from an Activity and pass only the URL across the conversation.


## Vector stores, embeddings, and MCP

When the corresponding Spring AI modules (`spring-ai-rag`, `spring-ai-mcp`) are on the classpath, the integration registers Activities for vector stores, embeddings, and MCP tool calls automatically. Inject the matching Spring AI types into your Activities or Workflows and use them as you would in any Spring AI application — each operation executes through a Temporal Activity.
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1 change: 1 addition & 0 deletions references/python/python.md
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Expand Up @@ -182,6 +182,7 @@ See `references/python/testing.md` for info on writing tests.
- **`references/python/versioning.md`** - Patching API, workflow type versioning, Worker Versioning
- **`references/python/determinism-protection.md`** - Python sandbox specifics, forbidden operations, pass-through imports
- **`references/python/ai-patterns.md`** - LLM integration, Pydantic data converter, AI workflow patterns
- **`references/python/workflow-streams.md`** - Public-Preview `temporalio.contrib.workflow_streams` library: durable, offset-addressed event channel for streaming progress to subscribers.

### Python Integrations

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